Convolutional sparse coding‐based deep random vector functional link network for distress classification of road structures

Distress classification of class-imbalanced inspection data via correlation-maximizing weighted extreme learning machine

(2018) Keisuke Maeda et al.   ADVANCED ENGINEERING INFORMATICS

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

(2018) Mohammad Amin Nabian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Unified Vision-Based Methodology for Simultaneous Concrete Defect Detection and Geolocalization

(2018) Ruoxing Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects

(2018) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion

(2018) Fu-Chen Chen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Automatic Visual Defect Detection Using Texture Prior and Low-Rank Representation

(2018) Qizi Huangpeng et al.   IEEE Access

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Multitask Learning for Railway Track Inspection

(2017) Xavier Gibert et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Layer multiplexing FPGA implementation for deep back-propagation learning

(2017) Francisco Ortega-Zamorano et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Image recognition with deep neural networks in presence of noise – Dealing with and taking advantage of distortions

(2017) Michał Koziarski et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Distress Classification of Road Structures via Adaptive Bayesian Network Model Selection

(2017) K. Maeda et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Sparse coding extreme learning machine for classification

(2017) Yuanlong Yu et al.   NEUROCOMPUTING

Constructing Deep Sparse Coding Network for image classification

(2017) Shizhou Zhang et al.   PATTERN RECOGNITION

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Fast convolutional sparse coding using matrix inversion lemma

(2016) Michal Šorel et al.   DIGITAL SIGNAL PROCESSING

Efficient Algorithms for Convolutional Sparse Representations

(2016) Brendt Wohlberg   IEEE TRANSACTIONS ON IMAGE PROCESSING

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure

(2015) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

Local Receptive Fields Based Extreme Learning Machine

(2015) Guang-Bin Huang et al.   IEEE Computational Intelligence Magazine

A new adaptive algorithm for automated feature extraction in exponentially damped signals for health monitoring of smart structures

(2015) Hossein Qarib et al.   Smart Materials and Structures

Synchrosqueezed wavelet transform-fractality model for locating, detecting, and quantifying damage in smart highrise building structures

(2015) Juan P Amezquita-Sanchez et al.   Smart Materials and Structures

A Survey of Sparse Representation: Algorithms and Applications

(2015) Zheng Zhang et al.   IEEE Access

Optimizing the Alignment of Inspection Data from Track Geometry Cars

(2014) Peng Xu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Extreme Learning Machines [Trends & Controversies]

(2014) Erik Cambria et al.   IEEE INTELLIGENT SYSTEMS

Data Analysis for Condition-Based Railway Infrastructure Maintenance

(2014) Bjarne Bergquist et al.   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

Road Crack Detection Using Visual Features Extracted by Gabor Filters

(2013) Eduardo Zalama et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Texture Analysis Based Damage Detection of Ageing Infrastructural Elements

(2012) Michael O’Byrne et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Advances and challenges in computing in civil and building engineering

(2011) Walid Tizani et al.   ADVANCED ENGINEERING INFORMATICS